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![Angelo Porrello Angelo Porrello](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000963_thumb.jpg)
Angelo Porrello
Position at AImageLab:
Assistant Professor (RTD)Dipartimento d'Ingegneria "Enzo Ferrari", Modena Italy
Email:
angelo_DOT_porrello_AT_unimore_DOT_itAngelo Porrello
Research Projects
- Intelligent Secure Trustable Things
- FF4EUROHPC
- EcosistER - Ecosistema Territoriale di Innovazione dell’Emilia-Romagna
Research Activities
Publications
1 |
Bontempo, Gianpaolo; Bolelli, Federico; Porrello, Angelo; Calderara, Simone; Ficarra, Elisa
"A Graph-Based Multi-Scale Approach with Knowledge Distillation for WSI Classification"
IEEE TRANSACTIONS ON MEDICAL IMAGING,
vol. 43,
pp. 1412
-1421
,
2024
| DOI: 10.1109/TMI.2023.3337549
Journal
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2 |
Capitani, Giacomo; Bolelli, Federico; Porrello, Angelo; Calderara, Simone; Ficarra, Elisa
"ClusterFix: A Cluster-Based Debiasing Approach without Protected-Group Supervision"
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),
Waikoloa, Hawaii,
pp. 4858
-4867
,
Jan 4-8,
2024
| DOI: 10.1109/WACV57701.2024.00480
Conference
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3 |
Ning, M.; Sangineto, E.; Porrello, A.; Calderara, S.; Cucchiara, R.
"Input Perturbation Reduces Exposure Bias in Diffusion Models"
Proceedings of Machine Learning Research,
vol. 202,
usa,
pp. 26245
-26265
,
2023,
2023
Conference
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4 |
Bontempo, G.; Lumetti, L.; Porrello, A.; Bolelli, F.; Calderara, S.; Ficarra, E.
"Buffer-MIL: Robust Multi-instance Learning with a Buffer-Based Approach"
Image Analysis and Processing – ICIAP 2023,
vol. 14234,
Udine, Italy,
pp. 1
-12
,
Sep 11-15,
2023
| DOI: 10.1007/978-3-031-43153-1_1
Conference
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5 |
Panariello, A.; Porrello, A.; Calderara, S.; Cucchiara, R.
"Consistency-Based Self-supervised Learning for Temporal Anomaly Localization"
Proceedings of the European Conference on Computer Vision Workshops, 2022,
vol. 13805,
Tel Aviv, Israel,
pp. 338
-349
,
23/10/2022,
2023
| DOI: 10.1007/978-3-031-25072-9_22
Conference
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6 |
Mancusi, Gianluca; Panariello, Aniello; Porrello, Angelo; Fabbri, Matteo; Calderara, Simone; Cucchiara, Rita
"TrackFlow: Multi-Object Tracking with Normalizing Flows"
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023,
Paris,
pp. 9531
-9543
,
2023,
2023
Conference
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7 |
Bonicelli, Lorenzo; Porrello, Angelo; Vincenzi, Stefano; Ippoliti, Carla; Iapaolo, Federica; Conte, Annamaria; Calderara, Simone
"Spotting Virus from Satellites: Modeling the Circulation of West Nile Virus Through Graph Neural Networks"
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING,
vol. 61,
pp. 1
-1
,
2023
| DOI: 10.1109/TGRS.2023.3293270
Journal
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8 |
Bontempo, Gianpaolo; Porrello, Angelo; Bolelli, Federico; Calderara, Simone; Ficarra, Elisa
"DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs"
Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, PT I,
vol. 14220,
Vancouver, can,
pp. 248
-258
,
OCT 08-12, 2023,
2023
| DOI: 10.1007/978-3-031-43907-0_24
Conference
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9 |
Bontempo, Gianpaolo; Lumetti, Luca; Porrello, Angelo; Bolelli, Federico; Calderara, Simone; Ficarra, Elisa
"Buffer-MIL: Robust Multi-instance Learning with a Buffer-based Approach"
Image Analysis and Processing – ICIAP 2023,
Udine, Italy,
pp. 1
-12
,
Sep 11-15,
2023
Conference
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10 |
Boschini, Matteo; Bonicelli, Lorenzo; Buzzega, Pietro; Porrello, Angelo; Calderara, Simone
"Class-Incremental Continual Learning into the eXtended DER-verse"
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,
vol. 45,
pp. 5497
-5512
,
2023
| DOI: 10.1109/TPAMI.2022.3206549
Journal
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11 |
Monti, A.; Porrello, A.; Calderara, S.; Coscia, P.; Ballan, L.; Cucchiara, R.
"How many Observations are Enough? Knowledge Distillation for Trajectory Forecasting"
PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION,
vol. 2022-June,
New Orleans USA,
pp. 6543
-6552
,
19/06/2022,
2022
| DOI: 10.1109/CVPR52688.2022.00644
Conference
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12 | Bonicelli, Lorenzo; Boschini, Matteo; Porrello, Angelo; Spampinato, Concetto; Calderara, Simone "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning" Advances in Neural Information Processing Systems 35 (NeurIPS 2022), vol. 35, New Orleans, USA, 28 Nov 2022 - 09 Dec 2022, 2022 Conference |
13 | Boschini, Matteo; Bonicelli, Lorenzo; Porrello, Angelo; Bellitto, Giovanni; Pennisi, Matteo; Palazzo, Simone; Spampinato, Concetto; Calderara, Simone "Transfer without Forgetting" Proceedings of the 17th European Conference on Computer Vision, Tel Aviv, Israel, 23-27 Oct, 2022, 2022 Conference |
14 |
Boschini, Matteo; Buzzega, Pietro; Bonicelli, Lorenzo; Porrello, Angelo; Calderara, Simone
"Continual semi-supervised learning through contrastive interpolation consistency"
PATTERN RECOGNITION LETTERS,
vol. 162,
pp. 9
-14
,
2022
| DOI: 10.1016/j.patrec.2022.08.006
Journal
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15 |
Porrello, Angelo
"Sfruttare e Trasferire conoscenza a priori nelle Architetture di Deep Learning"
2022
Other
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16 |
Vincenzi, Stefano; Porrello, Angelo; Buzzega, Pietro; Cipriano, Marco; Fronte, Pietro; Cuccu, Roberto; Ippoliti, Carla; Conte, Annamaria; Calderara, Simone
"The color out of space: learning self-supervised representations for Earth Observation imagery"
Proceedings of the 25th International Conference on Pattern Recognition,
Milan, Italy,
pp. 3034
-3041
,
10-15 January 2021,
2021
| DOI: 10.1109/ICPR48806.2021.9413112
Conference
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17 |
Trachtman, A. R.; Bergamini, L.; Palazzi, A.; Porrello, A.; Capobianco Dondona, A.; Del Negro, E.; Paolini, A.; Vignola, G.; Calderara, S.; Marruchella, G.
"Scoring pleurisy in slaughtered pigs using convolutional neural networks"
VETERINARY RESEARCH,
vol. 51,
pp. 51
-61
,
2020
| DOI: 10.1186/s13567-020-00775-z
Journal
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18 |
Candeloro, L.; Ippoliti, C.; Iapaolo, F.; Monaco, F.; Morelli, D.; Cuccu, R.; Fronte, P.; Calderara, S.; Vincenzi, S.; Porrello, A.; D'Alterio, N.; Calistri, P.; Conte, A.
"Predicting WNV circulation in Italy using earth observation data and extreme gradient boosting model"
REMOTE SENSING,
vol. 12,
pp. 3064
-3083
,
2020
| DOI: 10.3390/RS12183064
Journal
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19 |
Porrello, Angelo; Bergamini, Luca; Calderara, Simone
"Robust Re-Identification by Multiple Views Knowledge Distillation"
Proceedings of the 16th European Conference on Computer Vision (ECCV) 2020,
vol. 12355,
Glasgow, Scotland, UK,
pp. 93
-110
,
August 23–28, 2020,
2020
| DOI: 10.1007/978-3-030-58607-2_6
Conference
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20 | Buzzega, Pietro; Boschini, Matteo; Porrello, Angelo; Calderara, Simone "Rethinking Experience Replay: a Bag of Tricks for Continual Learning" Proceedings of the 25th International Conference on Pattern Recognition, Milan, Italy, pp. 2180 -2187 , 10-15 January 2021, 2020 | DOI: 10.1109/ICPR48806.2021.9412614 Conference |
21 | Buzzega, Pietro; Boschini, Matteo; Porrello, Angelo; Abati, Davide; Calderara, Simone "Dark Experience for General Continual Learning: a Strong, Simple Baseline" Advances in Neural Information Processing Systems 33 (NIPS 2020), Vancouver, Canada, 6-12 December 2020, 2020 Conference |
22 |
Porrello, Angelo; Abati, Davide; Calderara, Simone; Cucchiara, Rita
"Classifying Signals on Irregular Domains via Convolutional Cluster Pooling"
Volume 89: International Conference on Artificial Intelligence and Statistics (AISTATS) 2019, Naha,Okinawa, Japan.,
vol. 89,
Naha, Okinawa, Japan,
Tuesday, 16 April 2019,
2019
Conference
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23 |
Vincenzi, Stefano; Porrello, Angelo; Buzzega, Pietro; Conte, Annamaria; Ippoliti, Carla; Candeloro, Luca; Di Lorenzo, Alessio; Capobianco Dondona, Andrea; Calderara, Simone
"Spotting Insects from Satellites: Modeling the Presence of Culicoides Imicola Through Deep CNNs"
2019 15th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS),
Sorrento, Italy, Italy,
pp. 159
-166
,
26-29 Nov. 2019,
2019
| DOI: 10.1109/SITIS.2019.00036
Conference
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24 | Giuseppe, Marrucchella; Bergamini, Luca; Porrello, Angelo; Del Negro, Ercole; Capobianco Dondona, Andrea; Di Tondo, Francesco; Calderara, Simone "METODO DI VALUTAZIONE DI UNO STATO DI SALUTE DI UN ELEMENTO ANATOMICO, RELATIVO DISPOSITIVO DI VALUTAZIONE E RELATIVO SISTEMA DI VALUTAZIONE" 2019 Patent |
25 |
Abati, Davide; Porrello, Angelo; Calderara, Simone; Cucchiara, Rita
"Latent Space Autoregression for Novelty Detection"
Proceedings of the International Conference on Computer Vision and Pattern Recognition (CVPR 2019),
Long Beach, CA,
pp. 481
-490
,
16-20 June 2019,
2019
| DOI: 10.1109/CVPR.2019.00057
Conference
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26 |
Bergamini, Luca; Porrello, Angelo; Andrea Capobianco Dondona, ; Ercole Del Negro, ; Mauro, Mattioli; Nicola, D’Alterio; Calderara, Simone
"Multi-views Embedding for Cattle Re-identification"
The 14th International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS,
Las Palmas de Gran Canaria, Spain,
pp. 184
-191
,
26-29 November 2018,
2018
| DOI: 10.1109/SITIS.2018.00036
Conference
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